{"id":"W4200567146","doi":"10.1177/09612033211061475","title":"Something new about prognostic factors for lupus nephritis? A systematic review","year":2021,"lang":"en","type":"review","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lupus nephritis; Internal medicine; Renal function; Proteinuria; Kidney disease; Prospective cohort study; Systemic lupus erythematosus; Disease; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001906728,0.00128123,0.01287923,0.0006015109,0.0001899246,0.0002375337,0.0008385685,0.000907092,0.0002632494],"category_scores_gemma":[0.01690675,0.0008909774,0.003130567,0.001417642,0.00008527243,0.0001540385,0.0003055108,0.001253338,0.0003960636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003431,"about_ca_system_score_gemma":0.003343757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003459018,"about_ca_topic_score_gemma":0.00001518192,"domain_scores_codex":[0.9915849,0.0009645812,0.003177257,0.001370881,0.001592688,0.001309689],"domain_scores_gemma":[0.9903246,0.004658771,0.001326048,0.002192949,0.0005828254,0.0009148333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004993331,0.00006551966,0.00008836437,0.9345834,0.001188483,0.0002832023,0.0002912804,1.300777e-8,1.873786e-7,0.0001309695,0.04564644,0.01771713],"study_design_scores_gemma":[0.0004659235,0.00008386294,3.097264e-8,0.5329536,0.008504899,0.03938386,0.0001163017,0.000001910866,3.322722e-7,0.00001098976,0.4180876,0.000390686],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003364897,0.9640718,0.000301554,0.0001318229,0.006342701,0.02842948,0.00008271733,0.0002605005,0.0003761087],"genre_scores_gemma":[4.276769e-7,0.9157779,0.0008509933,0.0002538824,0.0007436792,0.003891516,0.000816613,0.0003773488,0.0772877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4016298,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09045858603723561,"score_gpt":0.393110329137816,"score_spread":0.3026517431005804,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}